Cognitive and Psychological tasks on Parent data (25-fold cross-val) benchmark leaderboard · SOTA2 Research

Cognitive and Psychological tasks on Parent data (25-fold cross-val)

66.75Spectrum ScoreTinyBERT+confLgFT

Evaluation Results

Method	Links
TinyBERT+confLgFT2026.04		66.75	58.16	65.14	61.52	63.57	63	69.62
TinyBERT+confLgFT2026.04		66.11	56.26	62.05	61.14	61.84	60.81	67.1
TinyBERT+confLgFT2026.04		64.43	55.31	59.94	59.52	59.77	58.76	65.15
TinyBERT+confLgFT2026.04		62.78	55.23	59.67	58.99	58.5	58.17	64.99
TinyBERT+w2v2LgFT2026.04		61.64	62.49	66.37	60.42	61.4	63.08	66.09
TinyBERT+hubLgFT2026.04		61.2	65.38	59.05	59.87	62.82	61.85	67.63
TinyBERT+w2v2LgFT2026.04		61.18	60.69	62.69	58.37	60.07	61.79	66.39
TinyBERT+w2v2LgFT2026.04		60.64	60.25	60.57	56.33	58.14	59.01	63.96
TinyBERT+hubLgFT2026.04		59.47	63.09	59.35	58.88	60.18	61.77	65.61
nMPNet+hubLgFT2026.04		58.8	61.7	64.31	59.33	62.18	61.98	65.92
TinyBERT+hubLgFT2026.04		58.53	61.5	56.77	57.11	57.61	59.2	63.6
TinyBERT+hubLgFT2026.04		58.44	61.76	57.59	55.85	58.82	60.24	64.13
TinyBERT+w2v2LgFT2026.04		58.4	58.12	61.34	56.44	56.46	59.85	63.88
nRoBERTa+hubLgFT2026.04		58.21	61.85	59.21	58.49	64.89	67.87	70.99
nMPNet+hubLgFT2026.04		57.68	58.61	62.52	59.48	59.38	61.17	61.93
nMPNet+hubLgFT2026.04		56.77	56.74	60.78	58.32	56.78	59.78	60.36
nRoBERTa+hubLgFT2026.04		56.01	59.07	60.51	58.1	62.47	63.65	69.31
nMPNet+hubLgFT2026.04		55.75	57.19	59.94	57.13	56.29	58.01	60.38
nRoBERTa+hubLgFT2026.04		55.47	57.53	59.64	55.21	60.98	62.66	67.68
nRoBERTa+w2v2LgFT2026.04		54.98	62.61	67.83	61.9	61.46	66.57	68.17
nRoBERTa+w2v2LgFT2026.04		54.66	60.42	66.41	59.02	58.33	61.68	65.8
nRoBERTa+hubLgFT2026.04		53.8	56.02	58.97	54.92	60.44	59.88	66.05
CLAP-LAION2026.04		53.09	55.11	56.18	54.07	57.03	59.86	57.51
nRoBERTa+w2v2LgFT2026.04		52.47	58.41	64.94	57.59	57.16	61.59	63.96
nRoBERTa+w2v2LgFT2026.04		51.81	57.82	64.94	57.08	55.71	59.89	63.68